Download Cryptocurrency Algorithmic Trading with Python and Binance Torrent

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Cryptocurrency Algorithmic Trading with Python and Binance

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01 - Getting Started

001 Welcome and Introduction.mp4	MP4	34.88 MB
001 Welcome and Introduction_en.srt	SRT	2.95 KB
002 Did you know... (a Sneak Preview on Crypto Trading).mp4	MP4	33.11 MB
002 Did you know... (a Sneak Preview on Crypto Trading)_en.srt	SRT	6.38 KB
003 How to get the best out of this course.mp4	MP4	35.79 MB
003 How to get the best out of this course_en.srt	SRT	6.84 KB
004 Student FAQ.html	HTML	8.01 KB
005 LEGAL DISCLAIMER (MUST READ!).html	HTML	2.61 KB
006 Course Overview.mp4	MP4	46.26 MB
006 Course Overview_en.srt	SRT	7.42 KB

02 - +++ PART 1 Fundamentals of Trading, Binance and Python for Finance +++

001 PART 1 Overview.mp4	MP4	8.05 MB
001 PART 1 Overview_en.srt	SRT	3.71 KB
002 Downloads for PART 1.html	HTML	332 B
002 Part1-Materials.zip	ZIP	461.25 KB

03 - Introduction to (Algorithmic) Trading, Cryptocurrencies and Binance

001 Investing vs. (Algorithmic) Trading.mp4	MP4	125.6 MB
001 Investing vs. (Algorithmic) Trading_en.srt	SRT	17.41 KB
001 Trading-vs-Investing.pdf	PDF	839.2 KB
002 Asset Classes, Money and (Crypto-) Currencies.mp4	MP4	77.42 MB
002 Asset Classes, Money and (Crypto-) Currencies_en.srt	SRT	13 KB
003 What is a Stable Coin.mp4	MP4	35.87 MB
003 What is a Stable Coin_en.srt	SRT	6.49 KB
004 Why Trading Cryptocurrencies.mp4	MP4	32.46 MB
004 Why Trading Cryptocurrencies_en.srt	SRT	7.98 KB
005 Why using Binance.mp4	MP4	62.79 MB
005 Why using Binance_en.srt	SRT	9.87 KB
006 Alternative Exchanges (FTX, Kraken, etc.).mp4	MP4	29.91 MB
006 Alternative Exchanges (FTX, Kraken, etc.)_en.srt	SRT	5.61 KB
007 Spot Trading vs. Derivatives (Futures) Trading (Part 1).mp4	MP4	50.24 MB
007 Spot-vs-Futures.pdf	PDF	1.09 MB
008 Spot Trading vs. Derivatives (Futures) Trading (Part 2).mp4	MP4	72.52 MB
009 [Article] Algorithmic Trading 101 and how to start.html	HTML	4.31 KB

04 - Cryptocurrency Trading and Investing with Binance A-Z a Deep Introduction

001 Binance.com and Binance.US at a first glance.mp4	MP4	77.7 MB
001 Binance.com and Binance.US at a first glance_en.srt	SRT	13.84 KB
002 How to get a 10% Discount on Trading Commissions.html	HTML	487 B
003 Registration and Identity Verification.mp4	MP4	12.53 MB
003 Registration and Identity Verification_en.srt	SRT	7.25 KB
004 How to instantly buy your first Cryptos.mp4	MP4	13.48 MB
004 How to instantly buy your first Cryptos_en.srt	SRT	6.47 KB
005 Deposits and Withdrawals (Part 1).mp4	MP4	18.54 MB
005 Deposits and Withdrawals (Part 1)_en.srt	SRT	9.08 KB
006 Deposits and Withdrawals (Part 2).mp4	MP4	12.39 MB
006 Deposits and Withdrawals (Part 2)_en.srt	SRT	6.3 KB
007 The first Spot Trade (buy Bitcoin).mp4	MP4	78.33 MB
007 The first Spot Trade (buy Bitcoin)_en.srt	SRT	12.2 KB
008 Trade Analysis and Trading FeesCommissions.mp4	MP4	51.6 MB
008 Trade Analysis and Trading FeesCommissions_en.srt	SRT	11.04 KB
008 trade-analysis.xlsx	XLSX	89.1 KB
009 Another Spot Trade (sell Bitcoin).mp4	MP4	15.59 MB
009 Another Spot Trade (sell Bitcoin)_en.srt	SRT	3.94 KB
010 Limit Orders vs. Market Orders.mp4	MP4	32.48 MB
010 Limit Orders vs. Market Orders_en.srt	SRT	7.35 KB
011 Take-Profit Orders.mp4	MP4	12.61 MB
011 Take-Profit Orders_en.srt	SRT	4.27 KB
012 Stop-Loss Orders.mp4	MP4	30.24 MB
012 Stop-Loss Orders_en.srt	SRT	7.6 KB
013 The Order Book.mp4	MP4	23.92 MB
013 The Order Book_en.srt	SRT	5.96 KB
014 Bid-Ask-Spread and Slippage.mp4	MP4	22.33 MB
014 Bid-Ask-Spread and Slippage_en.srt	SRT	8.32 KB
015 Total Costs of a Trade (visible vs. hidden Costs).mp4	MP4	16.19 MB
016 Liquidity and Market Depth.mp4	MP4	22.04 MB
016 Liquidity and Market Depth_en.srt	SRT	4.72 KB
017 Introduction to Charting and Technical Indicators.mp4	MP4	58.6 MB

05 - Installing Python and Jupyter Notebooks

001 Introduction.mp4	MP4	4.2 MB
001 Introduction_en.srt	SRT	2.08 KB
002 Download and Install Anaconda.mp4	MP4	45.91 MB
002 Download and Install Anaconda_en.srt	SRT	9.11 KB
003 How to open Jupyter Notebooks.mp4	MP4	44.35 MB
003 How to open Jupyter Notebooks_en.srt	SRT	11.36 KB
004 How to work with Jupyter Notebooks.mp4	MP4	41.58 MB
004 How to work with Jupyter Notebooks_en.srt	SRT	17.42 KB
005 Tips for Python Beginners.mp4	MP4	4.5 MB
005 Tips for Python Beginners_en.srt	SRT	2.06 KB

06 - Excursus How to avoid and debug Coding Errors (don´t skip!)

001 Introduction.mp4	MP4	7.06 MB
001 Introduction_en.srt	SRT	3.71 KB
002 Test your debugging skills!.mp4	MP4	32.3 MB
002 Test your debugging skills!_en.srt	SRT	11.65 KB
003 Major reasons for Coding Errors.mp4	MP4	2.38 MB
003 Major reasons for Coding Errors_en.srt	SRT	1.49 KB
004 The most commonly made Errors at a glance.mp4	MP4	31.21 MB
004 The most commonly made Errors at a glance_en.srt	SRT	6.7 KB
005 Omitting cells, changing the sequence and more.mp4	MP4	37.53 MB
005 Omitting cells, changing the sequence and more_en.srt	SRT	8.11 KB
006 IndexErrors.mp4	MP4	24.47 MB
006 IndexErrors_en.srt	SRT	5.29 KB
007 Indentation Errors.mp4	MP4	6.79 MB
007 Indentation Errors_en.srt	SRT	4.19 KB
008 Misuse of function names and keywords.mp4	MP4	7.48 MB
008 Misuse of function names and keywords_en.srt	SRT	3.16 KB
009 TypeErrors and ValueErrors.mp4	MP4	11.35 MB
009 TypeErrors and ValueErrors_en.srt	SRT	4.32 KB
010 Getting help on StackOverflow.com.mp4	MP4	32.92 MB
010 Getting help on StackOverflow.com_en.srt	SRT	7.4 KB
011 How to traceback more complex Errors.mp4	MP4	68.18 MB
011 How to traceback more complex Errors_en.srt	SRT	11.48 KB
012 Problems with the Python Installation.mp4	MP4	18.16 MB
012 Problems with the Python Installation_en.srt	SRT	7.41 KB
013 External Factors and Issues.mp4	MP4	8.05 MB
013 External Factors and Issues_en.srt	SRT	5.21 KB
014 Errors related to the course content (Transcription Errors).mp4	MP4	7.21 MB
014 Errors related to the course content (Transcription Errors)_en.srt	SRT	5.12 KB
015 Summary and Debugging Flow-Chart.mp4	MP4	12.21 MB
015 Summary and Debugging Flow-Chart_en.srt	SRT	8.72 KB

07 - Trading with Python and the Binance API - an Introduction

001 Overview.mp4	MP4	14.25 MB
001 Overview_en.srt	SRT	3.45 KB
002 Getting the API Key & other Preparations.mp4	MP4	15.22 MB
002 Getting the API Key & other Preparations_en.srt	SRT	4.09 KB
003 Commands to install required packages.html	HTML	763 B
004 How to install the Binance API Wrapper.mp4	MP4	5.45 MB
004 How to install the Binance API Wrapper_en.srt	SRT	2.74 KB
005 Connecting to the APIServer.mp4	MP4	23.08 MB
005 Connecting to the APIServer_en.srt	SRT	5.07 KB
006 Troubleshooting (BinanceAPIException Error).html	HTML	1.14 KB
007 Important notice for Binance.US users (Part 1).html	HTML	1.01 KB
008 Retrieving general accountsystem Info (Part 1).mp4	MP4	59.28 MB
008 Retrieving general accountsystem Info (Part 1)_en.srt	SRT	11.24 KB
009 Retrieving general accountsystem Info (Part 2).mp4	MP4	41.32 MB
009 Retrieving general accountsystem Info (Part 2)_en.srt	SRT	7.15 KB
010 Getting (current) Market Data.mp4	MP4	54.81 MB
010 Getting (current) Market Data_en.srt	SRT	8.08 KB
011 How to load Historical Price & Volume Data (Part 1).mp4	MP4	50.55 MB
011 How to load Historical Price & Volume Data (Part 1)_en.srt	SRT	8.18 KB
012 How to load Historical Price & Volume Data (Part 2).mp4	MP4	84.12 MB
012 How to load Historical Price & Volume Data (Part 2)_en.srt	SRT	15.09 KB
013 Excursus Loading Historical Data (csv) from the Website.mp4	MP4	37.07 MB
013 Excursus Loading Historical Data (csv) from the Website_en.srt	SRT	5.78 KB
014 Streaming real-time Market Data (Part 1).mp4	MP4	51.06 MB
014 Streaming real-time Market Data (Part 1)_en.srt	SRT	8.38 KB
015 Important notice for Binance.US users (Part 2).html	HTML	813 B
016 Streaming real-time Market Data (Part 2).mp4	MP4	8.95 MB
016 Streaming real-time Market Data (Part 2)_en.srt	SRT	3.14 KB
017 Streaming and collecting real-time Candles.mp4	MP4	59.7 MB
017 Streaming and collecting real-time Candles_en.srt	SRT	10.18 KB
018 Placing a Test Order.mp4	MP4	10.55 MB
018 Placing a Test Order_en.srt	SRT	4.85 KB
019 The Binance Spot Test Network.mp4	MP4	10.94 MB
019 The Binance Spot Test Network_en.srt	SRT	4.63 KB
020 Creating a Connection to the Spot Testnet.mp4	MP4	11.25 MB
020 Creating a Connection to the Spot Testnet_en.srt	SRT	3.02 KB
021 Spot Testnet API - Overview.mp4	MP4	39.95 MB
021 Spot Testnet API - Overview_en.srt	SRT	7.11 KB
022 Placing a Market Buy Order.mp4	MP4	68.47 MB
022 Placing a Market Buy Order_en.srt	SRT	8.9 KB
023 Placing a Market Sell Order.mp4	MP4	12.5 MB
023 Placing a Market Sell Order_en.srt	SRT	2.5 KB
024 Placing Limit Orders.mp4	MP4	39.34 MB
024 Placing Limit Orders_en.srt	SRT	7.43 KB
025 Reporting Getting all (historical) Orders and Trades.mp4	MP4	22.45 MB
025 Reporting Getting all (historical) Orders and Trades_en.srt	SRT	3.03 KB
026 How to create & run a first (simple) Trading Bot.mp4	MP4	25.55 MB
026 How to create & run a first (simple) Trading Bot_en.srt	SRT	6.78 KB
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B

08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction

001 Introduction and Overview.mp4	MP4	23.32 MB
001 Introduction and Overview_en.srt	SRT	4.75 KB
002 Installing and importing required LibrariesPackages.mp4	MP4	5.55 MB
002 Installing and importing required LibrariesPackages_en.srt	SRT	2.4 KB
003 Loading Financial Data from the Web.mp4	MP4	69.35 MB
003 Loading Financial Data from the Web_en.srt	SRT	12.47 KB
004 Initial Inspection and Visualization.mp4	MP4	74.45 MB
004 Initial Inspection and Visualization_en.srt	SRT	13.95 KB
005 [Article] Loading Data into Pandas - advanced topics.html	HTML	192 B
006 Normalizing Time Series to a Base Value (100).mp4	MP4	34.7 MB
006 Normalizing Time Series to a Base Value (100)_en.srt	SRT	7.25 KB
007 Coding Challenge #1.mp4	MP4	37.45 MB
007 Coding Challenge #1_en.srt	SRT	5.82 KB
008 Price changes and Financial Returns.mp4	MP4	32.4 MB
008 Price changes and Financial Returns_en.srt	SRT	10.98 KB
009 Reward and Risk of Financial Instruments.mp4	MP4	18.82 MB
009 Reward and Risk of Financial Instruments_en.srt	SRT	6.89 KB
010 Coding Challenge #2.html	HTML	425 B
011 Investment Multiple and CAGR.mp4	MP4	34.4 MB
011 Investment Multiple and CAGR_en.srt	SRT	8.03 KB
012 Compound Returns & Geometric Mean Return.mp4	MP4	22.8 MB
012 Compound Returns & Geometric Mean Return_en.srt	SRT	4.87 KB
013 Coding Challenge #3.html	HTML	357 B
014 Discrete Compounding.mp4	MP4	55.16 MB
014 Discrete Compounding_en.srt	SRT	9.58 KB
015 Continuous Compounding.mp4	MP4	30.66 MB
015 Continuous Compounding_en.srt	SRT	6.73 KB
016 Log Returns.mp4	MP4	5.92 MB
016 Log Returns_en.srt	SRT	2.76 KB
017 Simple Returns vs Log Returns ( Part 1).mp4	MP4	20.72 MB
017 Simple Returns vs Log Returns ( Part 1)_en.srt	SRT	7.33 KB
018 Simple Returns vs Log Returns ( Part 2).mp4	MP4	19.26 MB
018 Simple Returns vs Log Returns ( Part 2)_en.srt	SRT	7.07 KB
019 Coding Challenge #4.html	HTML	387 B
020 Comparing the Performance of Financial Instruments.mp4	MP4	50.54 MB
020 Comparing the Performance of Financial Instruments_en.srt	SRT	11.15 KB
021 (Non-) Normality of Financial Returns.mp4	MP4	65.64 MB
021 (Non-) Normality of Financial Returns_en.srt	SRT	14.54 KB
022 Annualizing Return and Risk.mp4	MP4	15.27 MB
022 Annualizing Return and Risk_en.srt	SRT	5.78 KB
023 Resampling Smoothing of Financial Data.mp4	MP4	27.82 MB
023 Resampling Smoothing of Financial Data_en.srt	SRT	8.94 KB
024 Rolling Statistics.mp4	MP4	33.95 MB
024 Rolling Statistics_en.srt	SRT	10.51 KB
025 Coding Challenge #5.html	HTML	569 B
026 Short Selling and Short Position Returns (Part 1).mp4	MP4	8.26 MB
026 Short Selling and Short Position Returns (Part 1)_en.srt	SRT	3.79 KB
027 Introduction to Currencies (Forex) and Trading.mp4	MP4	37.02 MB
027 Introduction to Currencies (Forex) and Trading_en.srt	SRT	8.93 KB
028 Short Selling and Short Position Returns (Part 2).mp4	MP4	16.43 MB
028 Short Selling and Short Position Returns (Part 2)_en.srt	SRT	5.33 KB
029 Short Selling and Short Position Returns (Part 3).mp4	MP4	21.83 MB
029 Short Selling and Short Position Returns (Part 3)_en.srt	SRT	4.95 KB
030 Coding Challenge #6.html	HTML	365 B
031 Covariance and Correlation.mp4	MP4	38.21 MB
031 Covariance and Correlation_en.srt	SRT	8.79 KB
032 Portfolios and Portfolio Returns.mp4	MP4	14.55 MB
032 Portfolios and Portfolio Returns_en.srt	SRT	4.29 KB
033 Margin Trading and Levered Returns (Part 1).mp4	MP4	12.7 MB
033 Margin Trading and Levered Returns (Part 1)_en.srt	SRT	5.62 KB
034 Margin Trading and Levered Returns (Part 2).mp4	MP4	46.34 MB
034 Margin Trading and Levered Returns (Part 2)_en.srt	SRT	10.33 KB
035 Coding Challenge #7.html	HTML	444 B

09 - +++ PART 2 Algorithmic Trading Spot Trading +++

001 Overview.mp4	MP4	10.78 MB
001 Overview_en.srt	SRT	2.23 KB
002 Downloads for PART 2.html	HTML	118 B
002 Part2-Materials.zip	ZIP	829.47 KB

10 - What is a Trading Strategy

001 Trading Strategies - Overview.mp4	MP4	43.54 MB
001 Trading Strategies - Overview_en.srt	SRT	7.06 KB
002 [Article] More on Trading Strategies.html	HTML	4.15 KB
003 Trading Strategies for Cryptocurrencies (best practices).mp4	MP4	23.83 MB
003 Trading Strategies for Cryptocurrencies (best practices)_en.srt	SRT	5.53 KB
004 How to create your own Trading Strategies.mp4	MP4	42.88 MB
004 How to create your own Trading Strategies_en.srt	SRT	7.71 KB
005 [Article] The Lifecycle of a Trading Strategy.html	HTML	6.5 KB
006 Getting the Data.mp4	MP4	22.74 MB
006 Getting the Data_en.srt	SRT	3.75 KB
007 Financial Data Analysis Visual Inspection.mp4	MP4	13.44 MB
007 Financial Data Analysis Visual Inspection_en.srt	SRT	3.79 KB
008 A simple Buy and Hold Strategy.mp4	MP4	12.93 MB
008 A simple Buy and Hold Strategy_en.srt	SRT	4.74 KB
009 Performance Measurement.mp4	MP4	13.86 MB
009 Performance Measurement_en.srt	SRT	6.28 KB

11 - A Long-only Strategy based on Price & Volume Data

001 Introduction.mp4	MP4	13.95 MB
001 Introduction_en.srt	SRT	5.68 KB
002 Data Preparation.mp4	MP4	28.26 MB
002 Data Preparation_en.srt	SRT	5.57 KB
003 Explanatory Data Analysis Financial Returns and Trading Volume (Part 1).mp4	MP4	54.44 MB
003 Explanatory Data Analysis Financial Returns and Trading Volume (Part 1)_en.srt	SRT	10.08 KB
004 Explanatory Data Analysis Financial Returns and Trading Volume (Part 2).mp4	MP4	30 MB
004 Explanatory Data Analysis Financial Returns and Trading Volume (Part 2)_en.srt	SRT	5.31 KB
005 Formulating a Long-only Strategy based on Price & Volume Data.mp4	MP4	28.42 MB
005 Formulating a Long-only Strategy based on Price & Volume Data_en.srt	SRT	9.22 KB
006 Strategy Backtesting.mp4	MP4	41.17 MB
006 Strategy Backtesting_en.srt	SRT	8.75 KB
007 Trading Costs.mp4	MP4	46.33 MB
007 Trading Costs_en.srt	SRT	9.85 KB

12 - Strategy Optimization and Forward Testing

001 Introduction.html	HTML	445 B
002 Getting started.mp4	MP4	8.07 MB
002 Getting started_en.srt	SRT	1.74 KB
003 Strategy Optimization (Part 1).mp4	MP4	58.9 MB
003 Strategy Optimization (Part 1)_en.srt	SRT	12 KB
004 Strategy Optimization (Part 2).mp4	MP4	9.44 MB
004 Strategy Optimization (Part 2)_en.srt	SRT	4.27 KB
005 Putting everything together a Backtester Class.mp4	MP4	59.71 MB
005 Putting everything together a Backtester Class_en.srt	SRT	12.28 KB
006 Backtesting & Forward Testing (Part 1).mp4	MP4	25.78 MB
006 Backtesting & Forward Testing (Part 1)_en.srt	SRT	5.32 KB
007 Backtesting & Forward Testing (Part 2).mp4	MP4	19.96 MB
007 Backtesting & Forward Testing (Part 2)_en.srt	SRT	5.35 KB
008 The Backtester Class explained (Part 1).mp4	MP4	15.04 MB
008 The Backtester Class explained (Part 1)_en.srt	SRT	4.76 KB
009 The Backtester Class explained (Part 2).mp4	MP4	13.68 MB
009 The Backtester Class explained (Part 2)_en.srt	SRT	3.58 KB
010 The Backtester Class explained (Part 3).mp4	MP4	13.3 MB
010 The Backtester Class explained (Part 3)_en.srt	SRT	3.53 KB
011 The Backtester Class explained (Part 4).mp4	MP4	24.85 MB
011 The Backtester Class explained (Part 4)_en.srt	SRT	4.37 KB

13 - Implementation and Automation of Trading Strategies with Binance

001 Introduction.html	HTML	429 B
002 Getting started.mp4	MP4	3.98 MB
002 Getting started_en.srt	SRT	1.69 KB
003 Important notice for Binance.US users.html	HTML	356 B
004 Recap Streaming and Collecting Real-Time Candles.mp4	MP4	24.75 MB
004 Recap Streaming and Collecting Real-Time Candles_en.srt	SRT	4.95 KB
005 Creating the LongOnlyTrader Class.mp4	MP4	32.05 MB
005 Creating the LongOnlyTrader Class_en.srt	SRT	6.46 KB
006 Working with historical data and real-time data (Part 1).mp4	MP4	26.49 MB
006 Working with historical data and real-time data (Part 1)_en.srt	SRT	7.4 KB
007 Working with historical data and real-time data (Part 2).mp4	MP4	14.79 MB
007 Working with historical data and real-time data (Part 2)_en.srt	SRT	3.77 KB
008 Adding a Long-Only Trading Strategy.mp4	MP4	49.19 MB
008 Adding a Long-Only Trading Strategy_en.srt	SRT	9.62 KB
009 Placing Orders and Executing Trades.mp4	MP4	53.39 MB
009 Placing Orders and Executing Trades_en.srt	SRT	8.46 KB
010 Trade Monitoring and Reporting.mp4	MP4	71.73 MB
010 Trade Monitoring and Reporting_en.srt	SRT	12.62 KB
011 How to setautomate the stop of a Trading Session.mp4	MP4	32.81 MB
011 How to setautomate the stop of a Trading Session_en.srt	SRT	5.67 KB

14 - A Long-Short Trading Strategy A-Z

001 Introduction.mp4	MP4	34.37 MB
001 Introduction_en.srt	SRT	6.77 KB
002 Getting started.mp4	MP4	10.21 MB
002 Getting started_en.srt	SRT	1.65 KB
003 Recap Explanatory Data Analysis and generating a Trading Idea.mp4	MP4	5.72 MB
003 Recap Explanatory Data Analysis and generating a Trading Idea_en.srt	SRT	2.24 KB
004 Defining the Long-Short Strategy.mp4	MP4	21.2 MB
004 Defining the Long-Short Strategy_en.srt	SRT	6.14 KB
005 A Long-Short Backtesting Framework.mp4	MP4	36.14 MB
005 A Long-Short Backtesting Framework_en.srt	SRT	6.22 KB
006 Strategy Backtesting.mp4	MP4	27.25 MB
006 Strategy Backtesting_en.srt	SRT	8.77 KB
007 A Long-Short Trading Framework.mp4	MP4	47.92 MB
007 A Long-Short Trading Framework_en.srt	SRT	6.3 KB
008 Implementing and Automating a Long-Short Trading Strategy.mp4	MP4	33.97 MB
008 Implementing and Automating a Long-Short Trading Strategy_en.srt	SRT	3.83 KB
009 #Troubleshooting for the next Lecture#.html	HTML	1.4 KB
010 Preview Running a Python Trader Script.mp4	MP4	47.56 MB
010 Preview Running a Python Trader Script_en.srt	SRT	8.16 KB

15 - Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation

001 Introduction and Motivation.mp4	MP4	9.48 MB
001 Introduction and Motivation_en.srt	SRT	3.34 KB
004 How to create an EC2 Instance.mp4	MP4	55.64 MB
004 How to create an EC2 Instance_en.srt	SRT	8.95 KB
005 How to connect to your EC2 Instance.mp4	MP4	26.53 MB
005 How to connect to your EC2 Instance_en.srt	SRT	4.41 KB
006 Required Installations and Downloads.html	HTML	1.6 KB
007 Getting the Instance Ready for Algorithmic Trading.mp4	MP4	10.31 MB
007 Getting the Instance Ready for Algorithmic Trading_en.srt	SRT	3.52 KB
008 How to run Python Scripts in a Windows Command Prompt.mp4	MP4	12.13 MB
008 How to run Python Scripts in a Windows Command Prompt_en.srt	SRT	4 KB
009 #Troubleshooting#.html	HTML	811 B
010 How to start Trading sessions with Batch (.bat) Files.mp4	MP4	12.19 MB
010 How to start Trading sessions with Batch (.bat) Files_en.srt	SRT	4.29 KB
011 How to schedule Trading sessions with the Task Scheduler.mp4	MP4	21.51 MB
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B

16 - Ultimate Homework Challenge Create, Test and Implement your Strategy!

001 Introduction.mp4	MP4	39.97 MB
001 Introduction_en.srt	SRT	12.92 KB
002 Homework-Challenge.zip	ZIP	813.2 KB
002 Solution (Notebook).html	HTML	79 B
003 The Solution explained (Part 1).mp4	MP4	20.04 MB
003 The Solution explained (Part 1)_en.srt	SRT	5.63 KB
004 The Solution explained (Part 2).mp4	MP4	36.48 MB
004 The Solution explained (Part 2)_en.srt	SRT	7.5 KB
005 The Solution explained (Part 3).mp4	MP4	17.87 MB
005 The Solution explained (Part 3)_en.srt	SRT	4.09 KB

17 - +++ PART 3 Algorithmic Trading Futures Trading +++

001 Overview.mp4	MP4	56.65 MB
001 Overview_en.srt	SRT	8.44 KB
002 Downloads for Part 3 (Updated 28122021).html	HTML	64 B
002 Part3-Materials.zip	ZIP	818.17 KB

18 - Futures Trading on Binance A-Z

001 Creating an account on Binance Futures Testnet.mp4	MP4	3.11 MB
001 Creating an account on Binance Futures Testnet_en.srt	SRT	1007 B
002 First Steps.mp4	MP4	22.01 MB
002 First Steps_en.srt	SRT	4.48 KB
003 The first Futures Trade (Long).mp4	MP4	81.37 MB
003 The first Futures Trade (Long)_en.srt	SRT	11.71 KB
004 Long-btc.xlsx	XLSX	126.4 KB
004 Trade Analysis.mp4	MP4	41.24 MB
004 Trade Analysis_en.srt	SRT	7.69 KB
005 A trade with Leverage.mp4	MP4	28.91 MB
005 A trade with Leverage_en.srt	SRT	4.54 KB
006 The impact of Leverage.mp4	MP4	19.08 MB
006 The impact of Leverage_en.srt	SRT	6.56 KB
007 A Short Trade.mp4	MP4	30.47 MB
007 A Short Trade_en.srt	SRT	3.97 KB
008 Margin Requirements and Liquidation (Part 1).mp4	MP4	64.55 MB
008 Margin Requirements and Liquidation (Part 1)_en.srt	SRT	9.03 KB
009 Margin Requirements and Liquidation (Part 2).mp4	MP4	69.67 MB
009 Margin Requirements and Liquidation (Part 2)_en.srt	SRT	13.43 KB
010 Excursus The Futures Calculator.mp4	MP4	15.9 MB
010 Excursus The Futures Calculator_en.srt	SRT	4.32 KB
011 How to add Stop Loss to an open position.mp4	MP4	16.49 MB
011 How to add Stop Loss to an open position_en.srt	SRT	4.19 KB
012 Stop Loss (SL) and Take Profit (TP) Orders.mp4	MP4	34.62 MB
012 Stop Loss (SL) and Take Profit (TP) Orders_en.srt	SRT	4.41 KB
013 Margin Mode Cross vs. Isolated.mp4	MP4	52.82 MB
013 Margin Mode Cross vs. Isolated_en.srt	SRT	9.04 KB
014 Position Mode One-way (Netting) vs. Hedging.mp4	MP4	62.89 MB
014 Position Mode One-way (Netting) vs. Hedging_en.srt	SRT	9.33 KB
015 How to work with many open positions.mp4	MP4	43.84 MB
015 How to work with many open positions_en.srt	SRT	5.35 KB
016 Introduction to the Funding Rate.mp4	MP4	26.18 MB
016 Introduction to the Funding Rate_en.srt	SRT	4.16 KB
017 The Funding Rate explained (Part 1).mp4	MP4	13.41 MB
017 The Funding Rate explained (Part 1)_en.srt	SRT	7.37 KB
018 The Funding Rate explained (Part 2).mp4	MP4	13.46 MB
018 The Funding Rate explained (Part 2)_en.srt	SRT	7.86 KB
019 The Funding Rate explained (Part 3).mp4	MP4	10.5 MB
019 The Funding Rate explained (Part 3)_en.srt	SRT	3.64 KB
020 The Funding Rate live in action.mp4	MP4	21.16 MB
020 The Funding Rate live in action_en.srt	SRT	3.17 KB
external-assets-links.txt	TXT	270 B

19 - Backtesting Futures Trading Strategies with Leverage

001 Introduction.mp4	MP4	40.8 MB
001 Introduction_en.srt	SRT	8.04 KB
002 Getting the Data.mp4	MP4	5 MB
002 Getting the Data_en.srt	SRT	1.66 KB
003 Backtesting without Leverage and Trading Costs in the Futures Market.mp4	MP4	36.48 MB
003 Backtesting without Leverage and Trading Costs in the Futures Market_en.srt	SRT	6.09 KB
004 Recap Leverage and levered Returns.mp4	MP4	2.75 MB
004 Recap Leverage and levered Returns_en.srt	SRT	1.26 KB
005 Levered Returns a more realistic approach.mp4	MP4	57.92 MB
005 Levered Returns a more realistic approach_en.srt	SRT	12 KB
006 The Futures Backtesting Class live in action.mp4	MP4	20.64 MB
006 The Futures Backtesting Class live in action_en.srt	SRT	6.53 KB
007 How to adjust the Framework to (levered) Futures Trading.mp4	MP4	58.12 MB
007 How to adjust the Framework to (levered) Futures Trading_en.srt	SRT	10.8 KB
008 The impact of Leverage on Trading Performance.mp4	MP4	18.44 MB
008 The impact of Leverage on Trading Performance_en.srt	SRT	6.4 KB
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B

20 - Implementing and automating Futures Trading on Binance

001 Introduction and Preparations.mp4	MP4	17.12 MB
001 Introduction and Preparations_en.srt	SRT	3.25 KB
002 The Binance Futures API.mp4	MP4	83.02 MB
002 The Binance Futures API_en.srt	SRT	13.86 KB
003 How to change Settings and Modes.mp4	MP4	44.09 MB
003 How to change Settings and Modes_en.srt	SRT	5.86 KB
004 Placing Market Orders (Part 1).mp4	MP4	57.82 MB
004 Placing Market Orders (Part 1)_en.srt	SRT	8.73 KB
005 Trade Analysis - Trade and Income History.mp4	MP4	38.13 MB
005 Trade Analysis - Trade and Income History_en.srt	SRT	5.87 KB
006 Placing Market Orders (Part 2).mp4	MP4	14.62 MB
006 Placing Market Orders (Part 2)_en.srt	SRT	3.56 KB
007 Getting Historical Futures Market Data.mp4	MP4	32.53 MB
007 Getting Historical Futures Market Data_en.srt	SRT	5.27 KB
008 Streaming Future Prices in real-time.mp4	MP4	24.36 MB
008 Streaming Future Prices in real-time_en.srt	SRT	5.08 KB
009 A Futures Trading Bot (Part 1).mp4	MP4	39.93 MB
009 A Futures Trading Bot (Part 1)_en.srt	SRT	8.14 KB
010 A Futures Trading Bot (Part 2).mp4	MP4	34.28 MB
010 A Futures Trading Bot (Part 2)_en.srt	SRT	8.68 KB

21 - +++ PART 4 API Trading with other Exchanges (FTX, Kraken & co.) +++

001 Overview.html	HTML	709 B
002 Downloads for Part 4 (Updated 17 Jan 2022).html	HTML	64 B
002 Part4-Materials.zip	ZIP	14.89 KB

22 - API Trading with CCXT

001 Introduction.mp4	MP4	43.99 MB
001 Introduction_en.srt	SRT	7.78 KB
002 Preparations.mp4	MP4	10.25 MB
002 Preparations_en.srt	SRT	1.88 KB
003 First Steps with CCXT.mp4	MP4	45.66 MB
003 First Steps with CCXT_en.srt	SRT	6.52 KB
004 General Exchange Information.mp4	MP4	21.27 MB
004 General Exchange Information_en.srt	SRT	3.64 KB
005 The Public API.mp4	MP4	34.49 MB
005 The Public API_en.srt	SRT	6.03 KB
006 Loading Historical Data (Part 1).mp4	MP4	70.84 MB
006 Loading Historical Data (Part 1)_en.srt	SRT	10.47 KB
007 Loading Historical Data (Part 2).mp4	MP4	19.46 MB
007 Loading Historical Data (Part 2)_en.srt	SRT	5.96 KB
008 Streaming real-time Data (Part 1).mp4	MP4	17.22 MB
008 Streaming real-time Data (Part 1)_en.srt	SRT	6.1 KB
009 Introduction to Multithreaded Programming.mp4	MP4	11.31 MB
009 Introduction to Multithreaded Programming_en.srt	SRT	6.19 KB
010 Streaming real-time Data (Part 2).mp4	MP4	9.95 MB
010 Streaming real-time Data (Part 2)_en.srt	SRT	3.62 KB
011 Streaming real-time Data (Part 3).mp4	MP4	13.05 MB
011 Streaming real-time Data (Part 3)_en.srt	SRT	4.17 KB
012 Getting Historical Data and Streaming live Data.mp4	MP4	29.33 MB
012 Getting Historical Data and Streaming live Data_en.srt	SRT	8.24 KB
013 The Private API.mp4	MP4	19 MB
013 The Private API_en.srt	SRT	5.32 KB
014 How to connect to Testnets (Sandbox mode).mp4	MP4	9.34 MB
014 How to connect to Testnets (Sandbox mode)_en.srt	SRT	3.03 KB
015 Creating Orders and analyzing Trades (Spot).mp4	MP4	27.52 MB
015 Creating Orders and analyzing Trades (Spot)_en.srt	SRT	5.02 KB
016 Creating Orders and analyzing Trades (Futures).mp4	MP4	55.94 MB
016 Creating Orders and analyzing Trades (Futures)_en.srt	SRT	7.21 KB
017 A CCXT Spot Trading Bot.mp4	MP4	66.79 MB
017 A CCXT Spot Trading Bot_en.srt	SRT	9.74 KB
018 Excursus Generalization.mp4	MP4	23.96 MB
018 Excursus Generalization_en.srt	SRT	4.98 KB
019 A CCXT Futures Trading Bot.mp4	MP4	37.94 MB
019 A CCXT Futures Trading Bot_en.srt	SRT	9.73 KB

23 - API Trading with FTX

001 Introduction.mp4	MP4	22.76 MB
001 Introduction_en.srt	SRT	6.33 KB
002 How to get a 5% Discount on Trading Commissions (FTX.com).html	HTML	617 B
003 Creating accounts on FTX.com and FTX.us.mp4	MP4	19.58 MB
003 Creating accounts on FTX.com and FTX.us_en.srt	SRT	5.02 KB
004 FTX and CCXT - an Overview.mp4	MP4	31.68 MB
004 FTX and CCXT - an Overview_en.srt	SRT	5.83 KB
005 What you should consider for Backtesting.mp4	MP4	37.26 MB
005 What you should consider for Backtesting_en.srt	SRT	5.57 KB
006 An FTX Spot Trading Bot.mp4	MP4	30.21 MB
006 An FTX Spot Trading Bot_en.srt	SRT	5.23 KB
007 Futures Trading on FTX.mp4	MP4	56.34 MB
007 Futures Trading on FTX_en.srt	SRT	9.16 KB
008 An FTX Futures Trading Bot.mp4	MP4	42.44 MB
008 An FTX Futures Trading Bot_en.srt	SRT	7.35 KB

24 - +++ APPENDIX Python Crash Course +++

001 Introduction and Overview.mp4	MP4	6.13 MB
001 Introduction and Overview_en.srt	SRT	3.01 KB
002 Appendix Downloads.html	HTML	124 B
002 Appendix-Materials.zip	ZIP	1.24 MB

25 - Appendix 1 Python (& Finance) Basics

001 Intro to the Time Value of Money (TVM) Concept (Theory).mp4	MP4	8.47 MB
001 Intro to the Time Value of Money (TVM) Concept (Theory)_en.srt	SRT	7.26 KB
002 Calculate Future Values (FV) with Python Compounding.mp4	MP4	7.05 MB
002 Calculate Future Values (FV) with Python Compounding_en.srt	SRT	4.27 KB
003 Calculate Present Values (FV) with Python Discounting.mp4	MP4	10.05 MB
003 Calculate Present Values (FV) with Python Discounting_en.srt	SRT	3.07 KB
004 Interest Rates and Returns (Theory).mp4	MP4	7.04 MB
004 Interest Rates and Returns (Theory)_en.srt	SRT	5.9 KB
005 Calculate Interest Rates and Returns with Python.mp4	MP4	8.97 MB
005 Calculate Interest Rates and Returns with Python_en.srt	SRT	4.85 KB
006 Introduction to Variables.mp4	MP4	11.07 MB
006 Introduction to Variables_en.srt	SRT	6.44 KB
007 Excursus How to add inline comments.mp4	MP4	5.81 MB
007 Excursus How to add inline comments_en.srt	SRT	3.53 KB
008 Variables and Memory (Theory).mp4	MP4	2.78 MB
008 Variables and Memory (Theory)_en.srt	SRT	2.37 KB
009 More on Variables and Memory.mp4	MP4	12.75 MB
009 More on Variables and Memory_en.srt	SRT	8.07 KB
010 Variables - Dos, Don´ts and Conventions.mp4	MP4	9.73 MB
010 Variables - Dos, Don´ts and Conventions_en.srt	SRT	4.73 KB
011 The print() Function.mp4	MP4	9.07 MB
011 The print() Function_en.srt	SRT	5.18 KB
012 Coding Exercise 1.mp4	MP4	37.38 MB
012 Coding Exercise 1_en.srt	SRT	11.25 KB
013 TVM Problems with many Cashflows.mp4	MP4	5.9 MB
013 TVM Problems with many Cashflows_en.srt	SRT	4.25 KB
014 Intro to Python Lists.mp4	MP4	4.16 MB
014 Intro to Python Lists_en.srt	SRT	2.88 KB
015 Zero-based Indexing and negative Indexing in Python (Theory).mp4	MP4	3.77 MB
015 Zero-based Indexing and negative Indexing in Python (Theory)_en.srt	SRT	3.48 KB
016 Indexing Lists.mp4	MP4	8 MB
016 Indexing Lists_en.srt	SRT	3.84 KB
017 For Loops - Iterating over Lists.mp4	MP4	17.15 MB
017 For Loops - Iterating over Lists_en.srt	SRT	9.99 KB
018 The range Object - another Iterable.mp4	MP4	9.47 MB
018 The range Object - another Iterable_en.srt	SRT	6.06 KB
019 Calculate FV and PV for many Cashflows.mp4	MP4	17.86 MB
019 Calculate FV and PV for many Cashflows_en.srt	SRT	9.04 KB
020 The Net Present Value - NPV (Theory).mp4	MP4	15.39 MB
020 The Net Present Value - NPV (Theory)_en.srt	SRT	9.66 KB
021 Calculate an Investment Project´s NPV.mp4	MP4	8.01 MB
021 Calculate an Investment Project´s NPV_en.srt	SRT	3.76 KB
022 Coding Exercise 2.mp4	MP4	24.07 MB
022 Coding Exercise 2_en.srt	SRT	10.05 KB
023 Data Types in Action.mp4	MP4	14.6 MB
023 Data Types in Action_en.srt	SRT	7.49 KB
024 The Data Type Hierarchy (Theory).mp4	MP4	5.24 MB
024 The Data Type Hierarchy (Theory)_en.srt	SRT	4.47 KB
025 Excursus Dynamic Typing in Python.mp4	MP4	2.93 MB
025 Excursus Dynamic Typing in Python_en.srt	SRT	2.12 KB
026 Build-in Functions.mp4	MP4	14.62 MB
026 Build-in Functions_en.srt	SRT	7.69 KB
027 Integers.mp4	MP4	6.04 MB
027 Integers_en.srt	SRT	3.98 KB
028 Floats.mp4	MP4	12.61 MB
028 Floats_en.srt	SRT	6.87 KB
029 How to round Floats (and Integers) with round().mp4	MP4	10.77 MB
029 How to round Floats (and Integers) with round()_en.srt	SRT	6.47 KB
030 More on Lists.mp4	MP4	13.49 MB
030 More on Lists_en.srt	SRT	6.55 KB
031 Lists and Element-wise Operations.mp4	MP4	10.29 MB
031 Lists and Element-wise Operations_en.srt	SRT	5.38 KB
032 Slicing Lists.mp4	MP4	9.25 MB
032 Slicing Lists_en.srt	SRT	5.06 KB
033 Slicing Cheat Sheet.html	HTML	108 B
033 Slicing-cheatsheet.pdf	PDF	105.28 KB
034 Changing Elements in Lists.mp4	MP4	6.99 MB
034 Changing Elements in Lists_en.srt	SRT	3.36 KB
035 Sorting and Reversing Lists.mp4	MP4	7.21 MB
035 Sorting and Reversing Lists_en.srt	SRT	4.57 KB
036 Adding and removing Elements fromto Lists.mp4	MP4	23.63 MB
036 Adding and removing Elements fromto Lists_en.srt	SRT	11.62 KB
037 Mutable vs. immutable Objects (Part 1).mp4	MP4	19.29 MB
037 Mutable vs. immutable Objects (Part 1)_en.srt	SRT	10.88 KB
038 Mutable vs. immutable Objects (Part 2).mp4	MP4	13.03 MB
038 Mutable vs. immutable Objects (Part 2)_en.srt	SRT	6.06 KB
039 Coding Exercise 3.mp4	MP4	43.05 MB
039 Coding Exercise 3_en.srt	SRT	13.29 KB
040 Tuples.mp4	MP4	17.02 MB
040 Tuples_en.srt	SRT	8.42 KB
041 Dictionaries.mp4	MP4	17.88 MB
041 Dictionaries_en.srt	SRT	8.1 KB
042 Intro to Strings.mp4	MP4	32.73 MB
042 Intro to Strings_en.srt	SRT	10.26 KB
043 String Replacement.mp4	MP4	9.28 MB
043 String Replacement_en.srt	SRT	4.9 KB
044 Booleans.mp4	MP4	5.16 MB
044 Booleans_en.srt	SRT	3.01 KB
045 Operators (Theory).mp4	MP4	6.21 MB
045 Operators (Theory)_en.srt	SRT	5.35 KB
046 Comparison, Logical and Membership Operators in Action.mp4	MP4	20.94 MB
046 Comparison, Logical and Membership Operators in Action_en.srt	SRT	9.83 KB
047 Coding Exercise 4.mp4	MP4	36.73 MB
047 Coding Exercise 4_en.srt	SRT	11.09 KB
048 Conditional Statements.mp4	MP4	22.19 MB
048 Conditional Statements_en.srt	SRT	10.63 KB
049 Keywords pass, continue and break.mp4	MP4	19.95 MB
049 Keywords pass, continue and break_en.srt	SRT	11.72 KB
050 Calculate a Project´s Payback Period.mp4	MP4	12.43 MB
050 Calculate a Project´s Payback Period_en.srt	SRT	5.62 KB
051 Introduction to while loops.mp4	MP4	20.05 MB
051 Introduction to while loops_en.srt	SRT	9.08 KB
052 Coding Exercise 5.html	HTML	156 B

26 - Appendix 2 User-defined Functions

001 Defining your first user-defined Function.mp4	MP4	22.21 MB
001 Defining your first user-defined Function_en.srt	SRT	7.43 KB
002 What´s the difference between Positional Arguments vs. Keyword Arguments.mp4	MP4	29.3 MB
002 What´s the difference between Positional Arguments vs. Keyword Arguments_en.srt	SRT	7.49 KB
003 How to work with Default Arguments.mp4	MP4	18.41 MB
003 How to work with Default Arguments_en.srt	SRT	7.01 KB
004 The Default Argument None.mp4	MP4	18.2 MB
004 The Default Argument None_en.srt	SRT	7.81 KB
005 How to unpack Iterables.mp4	MP4	12.5 MB
005 How to unpack Iterables_en.srt	SRT	5.49 KB
006 Sequences as arguments and args.mp4	MP4	21.25 MB
006 Sequences as arguments and args_en.srt	SRT	6.39 KB
007 How to return many results.mp4	MP4	5.93 MB
007 How to return many results_en.srt	SRT	3.28 KB
008 Scope - easily explained.mp4	MP4	22.56 MB
008 Scope - easily explained_en.srt	SRT	10.04 KB
009 Coding Exercise 6.html	HTML	154 B

27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course

001 Modules, Packages and Libraries - No need to reinvent the Wheel.mp4	MP4	20.77 MB
002 Numpy Arrays.mp4	MP4	21.41 MB
002 Numpy Arrays_en.srt	SRT	9.45 KB
003 Indexing and Slicing Numpy Arrays.mp4	MP4	6.58 MB
003 Indexing and Slicing Numpy Arrays_en.srt	SRT	3.31 KB
004 Vectorized Operations with Numpy Arrays.mp4	MP4	12.1 MB
004 Vectorized Operations with Numpy Arrays_en.srt	SRT	4.67 KB
005 Changing Elements in Numpy Arrays & Mutability.mp4	MP4	19.38 MB
005 Changing Elements in Numpy Arrays & Mutability_en.srt	SRT	6.77 KB
006 View vs. copy - potential Pitfalls when slicing Numpy Arrays.mp4	MP4	10.73 MB
006 View vs. copy - potential Pitfalls when slicing Numpy Arrays_en.srt	SRT	5.74 KB
007 Numpy Array Methods and Attributes.mp4	MP4	10.85 MB
007 Numpy Array Methods and Attributes_en.srt	SRT	5.99 KB
008 Numpy Universal Functions.mp4	MP4	8.94 MB
008 Numpy Universal Functions_en.srt	SRT	4.7 KB
009 Boolean Arrays and Conditional Filtering.mp4	MP4	9.68 MB
009 Boolean Arrays and Conditional Filtering_en.srt	SRT	5.74 KB
010 Advanced Filtering & Bitwise Operators.mp4	MP4	18.54 MB
010 Advanced Filtering & Bitwise Operators_en.srt	SRT	7.42 KB
011 Determining a Project´s Payback Period with np.where().mp4	MP4	13.49 MB
011 Determining a Project´s Payback Period with np.where()_en.srt	SRT	5.9 KB
012 Creating Numpy Arrays from Scratch.mp4	MP4	28.13 MB
012 Creating Numpy Arrays from Scratch_en.srt	SRT	6.46 KB
013 Coding Exercise 7.html	HTML	156 B
014 How to work with nested Lists.mp4	MP4	9.49 MB
014 How to work with nested Lists_en.srt	SRT	5.5 KB
015 2-dimensional Numpy Arrays.mp4	MP4	10.65 MB
015 2-dimensional Numpy Arrays_en.srt	SRT	4.71 KB
016 How to slice 2-dim Numpy Arrays (Part 1).mp4	MP4	22.83 MB
016 How to slice 2-dim Numpy Arrays (Part 1)_en.srt	SRT	7.09 KB
017 How to slice 2-dim Numpy Arrays (Part 2).mp4	MP4	4.57 MB
017 How to slice 2-dim Numpy Arrays (Part 2)_en.srt	SRT	2.54 KB
018 Recap Changing Elements in a Numpy Array slice.mp4	MP4	10.9 MB
018 Recap Changing Elements in a Numpy Array slice_en.srt	SRT	4.43 KB
019 How to perform row-wise and column-wise Operations.mp4	MP4	15.05 MB
019 How to perform row-wise and column-wise Operations_en.srt	SRT	5.54 KB
020 Coding Exercise 8.html	HTML	156 B
021 Intro to Tabular Data Pandas.mp4	MP4	10.58 MB
021 Intro to Tabular Data Pandas_en.srt	SRT	5.65 KB
022 Create your very first Pandas DataFrame (from csv).mp4	MP4	58.75 MB
022 Create your very first Pandas DataFrame (from csv)_en.srt	SRT	10.66 KB
023 Pandas Display Options and the methods head() & tail().mp4	MP4	29.96 MB
023 Pandas Display Options and the methods head() & tail()_en.srt	SRT	8.01 KB
024 First Data Inspection.mp4	MP4	43.56 MB
024 First Data Inspection_en.srt	SRT	14.57 KB
025 Coding Exercise 9.html	HTML	157 B
026 Selecting Columns.mp4	MP4	20.78 MB
026 Selecting Columns_en.srt	SRT	6.45 KB
027 Selecting one Column with the dot notation.mp4	MP4	4.38 MB
027 Selecting one Column with the dot notation_en.srt	SRT	2.84 KB
028 Zero-based Indexing and Negative Indexing.mp4	MP4	6.12 MB
028 Zero-based Indexing and Negative Indexing_en.srt	SRT	4.03 KB
029 Selecting Rows with iloc (position-based indexing).mp4	MP4	61.29 MB
029 Selecting Rows with iloc (position-based indexing)_en.srt	SRT	11.71 KB
030 Slicing Rows and Columns with iloc (position-based indexing).mp4	MP4	13.23 MB
030 Slicing Rows and Columns with iloc (position-based indexing)_en.srt	SRT	5.41 KB
031 Position-based Indexing Cheat Sheets.html	HTML	440 B
031 pandas-iloc.pdf	PDF	72 KB
032 Selecting Rows with loc (label-based indexing).mp4	MP4	20.18 MB
032 Selecting Rows with loc (label-based indexing)_en.srt	SRT	3.84 KB
033 Slicing Rows and Columns with loc (label-based indexing).mp4	MP4	67.3 MB
033 Slicing Rows and Columns with loc (label-based indexing)_en.srt	SRT	11.6 KB
034 Label-based Indexing Cheat Sheets.html	HTML	701 B
034 Pandas-loc.pdf	PDF	67.8 KB
035 Summary, Best Practices and Outlook.mp4	MP4	30.98 MB
035 Summary, Best Practices and Outlook_en.srt	SRT	7.98 KB
036 Coding Exercise 10.html	HTML	157 B
037 First Steps with Pandas Series.mp4	MP4	14.48 MB
037 First Steps with Pandas Series_en.srt	SRT	4.92 KB
040 The copy() method.mp4	MP4	15.95 MB
040 The copy() method_en.srt	SRT	5.43 KB
041 Sorting of Series and Introduction to the inplace - parameter.mp4	MP4	17.31 MB
042 First Steps with Pandas Index Objects.mp4	MP4	27.17 MB
042 First Steps with Pandas Index Objects_en.srt	SRT	6.91 KB
043 Changing Row Index with set_index() and reset_index().mp4	MP4	58.74 MB
043 Changing Row Index with set_index() and reset_index()_en.srt	SRT	12.23 KB
044 Changing Column Labels.mp4	MP4	10.49 MB
044 Changing Column Labels_en.srt	SRT	3.92 KB
045 Renaming Index & Column Labels with rename().mp4	MP4	21.06 MB
045 Renaming Index & Column Labels with rename()_en.srt	SRT	4.76 KB
046 Filtering DataFrames (one Condition).mp4	MP4	23.87 MB
046 Filtering DataFrames (one Condition)_en.srt	SRT	12.86 KB
047 Filtering DataFrames by many Conditions (AND).mp4	MP4	10.07 MB
047 Filtering DataFrames by many Conditions (AND)_en.srt	SRT	5.47 KB
048 Filtering DataFrames by many Conditions (OR).mp4	MP4	13.1 MB
048 Filtering DataFrames by many Conditions (OR)_en.srt	SRT	5.67 KB
049 Advanced Filtering with between(), isin() and ~.mp4	MP4	41.86 MB
049 Advanced Filtering with between(), isin() and ~_en.srt	SRT	9.33 KB
050 Intro to NA Values missing Values.mp4	MP4	24.04 MB
050 Intro to NA Values missing Values_en.srt	SRT	11.02 KB
051 Handling NA Values missing Values.mp4	MP4	34.16 MB
051 Handling NA Values missing Values_en.srt	SRT	13.25 KB
052 Exporting DataFrames to csv.mp4	MP4	6.1 MB
052 Exporting DataFrames to csv_en.srt	SRT	2.68 KB
053 Summary Statistics and Accumulations.mp4	MP4	22.61 MB
053 Summary Statistics and Accumulations_en.srt	SRT	11.97 KB
054 Visualization with Matplotlib (Intro).mp4	MP4	51.68 MB
054 Visualization with Matplotlib (Intro)_en.srt	SRT	10.98 KB
055 Customization of Plots.mp4	MP4	65.85 MB
055 Customization of Plots_en.srt	SRT	14.57 KB
056 Histogramms (Part 1).mp4	MP4	10.98 MB
056 Histogramms (Part 1)_en.srt	SRT	5.43 KB
057 Histogramms (Part 2).mp4	MP4	15.36 MB
057 Histogramms (Part 2)_en.srt	SRT	8.04 KB
058 Scatterplots.mp4	MP4	17.47 MB
058 Scatterplots_en.srt	SRT	8.39 KB
059 First Steps with Seaborn.mp4	MP4	12.08 MB
059 First Steps with Seaborn_en.srt	SRT	6.97 KB
060 Categorical Seaborn Plots.mp4	MP4	55.74 MB
060 Categorical Seaborn Plots_en.srt	SRT	17.21 KB
061 Seaborn Regression Plots.mp4	MP4	51.48 MB
061 Seaborn Regression Plots_en.srt	SRT	14.23 KB
062 Seaborn Heatmaps.mp4	MP4	19.82 MB
062 Seaborn Heatmaps_en.srt	SRT	10.31 KB
063 Removing Columns.mp4	MP4	18.18 MB
063 Removing Columns_en.srt	SRT	6.19 KB
064 Introduction to GroupBy Operations.mp4	MP4	4.05 MB
064 Introduction to GroupBy Operations_en.srt	SRT	2.66 KB
065 Understanding the GroupBy Object.mp4	MP4	19.83 MB
065 Understanding the GroupBy Object_en.srt	SRT	10.13 KB
066 Splitting with many Keys.mp4	MP4	31.94 MB
066 Splitting with many Keys_en.srt	SRT	8.24 KB
067 split-apply-combine.mp4	MP4	31.9 MB
067 split-apply-combine_en.srt	SRT	12.07 KB
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B

28 - Appendix 4 Advanced Pandas Time Series Topics

001 Helpful DatetimeIndex Attributes and Methods.mp4	MP4	28.5 MB
001 Helpful DatetimeIndex Attributes and Methods_en.srt	SRT	7.4 KB
002 Filling NA Values with bfill, ffill and interpolation.mp4	MP4	36.19 MB
002 Filling NA Values with bfill, ffill and interpolation_en.srt	SRT	12.16 KB
003 Timezones and Converting (Part 1).mp4	MP4	16.77 MB
003 Timezones and Converting (Part 1)_en.srt	SRT	5.4 KB
004 Timezones and Converting (Part 2).mp4	MP4	26.48 MB
004 Timezones and Converting (Part 2)_en.srt	SRT	5.69 KB

29 - Appendix 5 Object Oriented Programming (OOP) Creating a Finance Class

001 Introduction to OOP and examples for Classes.mp4	MP4	54.98 MB
001 Introduction to OOP and examples for Classes_en.srt	SRT	12.67 KB
002 The Financial Analysis Class live in action (Part 1).mp4	MP4	14.17 MB
002 The Financial Analysis Class live in action (Part 1)_en.srt	SRT	5.39 KB
003 The Financial Analysis Class live in action (Part 2).mp4	MP4	12.25 MB
003 The Financial Analysis Class live in action (Part 2)_en.srt	SRT	4.28 KB
004 The special method __init__().mp4	MP4	24.59 MB
004 The special method __init__()_en.srt	SRT	9.06 KB
005 The method get_data().mp4	MP4	24.52 MB
005 The method get_data()_en.srt	SRT	6.9 KB
006 The method log_returns().mp4	MP4	10.89 MB
006 The method log_returns()_en.srt	SRT	3.55 KB
007 String representation and the special method __repr__().mp4	MP4	13.47 MB
008 The methods plot_prices() and plot_returns().mp4	MP4	13.34 MB
008 The methods plot_prices() and plot_returns()_en.srt	SRT	6.12 KB
009 Encapsulation and protected Attributes.mp4	MP4	19.23 MB
009 Encapsulation and protected Attributes_en.srt	SRT	4.56 KB
010 The method set_ticker().mp4	MP4	19.39 MB
010 The method set_ticker()_en.srt	SRT	3.5 KB
011 Adding more methods and performance metrics.mp4	MP4	20.95 MB
011 Adding more methods and performance metrics_en.srt	SRT	6.59 KB
012 Inheritance.mp4	MP4	76.18 MB
012 Inheritance_en.srt	SRT	9.5 KB
013 Inheritance and the super() Function.mp4	MP4	41.18 MB
013 Inheritance and the super() Function_en.srt	SRT	7.37 KB
014 Adding meaningful Docstrings.mp4	MP4	39.16 MB
014 Adding meaningful Docstrings_en.srt	SRT	7.54 KB
015 Creating and Importing Python Modules (.py).mp4	MP4	10.97 MB
015 Creating and Importing Python Modules (.py)_en.srt	SRT	4.63 KB
016 Coding Exercise Create your own Class.mp4	MP4	20.15 MB
016 Coding Exercise Create your own Class_en.srt	SRT	8.73 KB

30 - What´s next (outlook and additional resources)

001 Bonus Lecture.html

HTML

11.9 KB

Download Paid Udemy Courses For Free.url

URL

116 B

GetFreeCourses.Co.url

URL

116 B

How you can help GetFreeCourses.Co.txt

TXT

182 B

Description

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